Engineering & Medical Student Projects
5000 projects · Page 3 of 209
Fake News Detection Using NLP and Source Credibility Signals
Build a classifier that separates real from fake news using text and credibility features. You will learn text classification, feature engineering and model evaluation.…
Sentiment Analysis Dashboard for Product Reviews
Build a dashboard that tracks sentiment trends across thousands of reviews. You will learn fine-tuning transformer models and interactive analytics design.…
Handwritten Digit and Text Recognition (OCR) System
Build an OCR pipeline for handwritten forms. You will learn CNN-RNN architectures, CTC loss and post-processing for real-world documents.…
AI Mock Interview Coach with Speech and Answer Feedback
Build a coach that interviews students by voice and scores answers, pace and filler words. You will learn speech-to-text pipelines and rubric-based LLM evaluation.…
Smart Attendance System Using Face Recognition
Build a classroom attendance system that marks students from a group photo. You will learn face embeddings, matching thresholds and anti-spoofing basics.…
Crop Recommendation System from Soil and Weather Data
Build a system that recommends crops from soil NPK, rainfall and season. You will learn classification model selection and API integration for live weather.…
Stock Price Trend Prediction with LSTM and News Sentiment
Build a predictor that combines price history with headline sentiment. You will learn time-series preparation, sequence models and honest backtesting.…
AI-Based Traffic Congestion Prediction and Signal Timing
Build a model that predicts junction congestion and suggests signal timings. You will learn traffic feature engineering and regression model tuning.…
Medical Report Simplifier: Explain Lab Reports in Plain Language
Build a tool that converts lab reports into simple explanations with range flags. You will learn document parsing, safe medical wording and LLM guardrails.…
Voice-Controlled Smart Home Assistant (Offline Commands)
Build a voice assistant that controls lights and appliances without cloud services. You will learn offline speech recognition and MQTT device messaging.…
Image Captioning and Visual Question Answering System
Build a system that describes images and answers questions about them. You will learn vision-language models and evaluation of generated captions.…
Plagiarism Detection System for Assignments and Code
Build a checker that finds copied text and similar code across submissions. You will learn document fingerprinting, similarity metrics and code-token analysis.…
Recommendation Engine for E-Learning Courses
Build a recommender that suggests next courses from learner behaviour. You will learn matrix factorisation, cold-start handling and ranking metrics.…
Chatbot for College Enquiry with Intent Classification
Build an enquiry chatbot for admissions, fees and courses. You will learn intent classification, entity extraction and dialogue flow design.…
Movie Recommendation System (Collaborative Filtering)
Build a recommender from user ratings. You will learn user/item similarity, matrix methods and evaluation with precision/recall.…
Spam SMS and Email Classifier
Build a spam filter with a live demo UI. You will learn text preprocessing, TF-IDF features and classifier comparison.…
House Price Prediction with Feature Engineering
Build a price predictor for Bengaluru housing data. You will learn feature engineering, outlier handling and model interpretation.…
Customer Churn Prediction for Telecom Data
Build a churn model on telecom records. You will learn handling imbalanced data, SMOTE and business-focused evaluation.…
Emotion Detection from Text Messages
Build an emotion classifier for chat text. You will learn fine-tuning small transformer models and confidence calibration.…
Object Detection Demo with YOLO: Safety Gear Compliance
Build a detector that checks helmets and vests in site photos. You will learn dataset annotation, training runs and mAP evaluation.…
Text Summariser for Long Articles (Extractive + Abstractive)
Build a summariser that compares extractive and abstractive outputs. You will learn ROUGE evaluation and summarisation trade-offs.…
Online Examination Portal with Auto Evaluation and Proctor Logs
Build a full exam portal with question banks, timers and auto-grading. You will learn session security, concurrent submission handling and result analytics.…
Hospital Management System with Appointment and Billing Modules
Build OPD, pharmacy and billing workflows for a clinic. You will learn role-based access, transactional billing and report generation.…
E-Commerce Platform with Cart, Payments and Order Tracking
Build a store with catalogue, cart, checkout and seller dashboard. You will learn payment integration, order state machines and inventory control.…